We
report a novel mechanism for the electrical injection and detection
of out-of-plane spin accumulation via the anomalous spin Hall effect
(ASHE), where the direction of the spin accumulation can be controlled
by manipulating the magnetization of the ferromagnet. This mechanism
is distinct from the spin Hall effect (SHE), where the spin accumulation
is created along a fixed direction parallel to an interface. We demonstrate
this unique property of the ASHE in nanowires made of permalloy (Py)
to inject and detect out-of-plane spin accumulation in a magnetic
insulator, yttrium iron garnet (YIG). We show that the efficiency
for the injection/detection of out-of-plane spins can be up to 50%
of that of in-plane spins. We further report the possibility to detect
spin currents parallel to the Py/YIG interface for spins fully oriented
in the out-of-plane direction, resulting in a sign reversal of the
nonlocal magnon spin signal. The new mechanisms that we have demonstrated
are highly relevant for spin torque devices and applications.